Update README.md

README.md

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 CloudFerro AI Research
-🔍 About Us
+
+# 🔍 About Us
 
 CloudFerro is a leading European cloud service provider specializing in Earth Observation data. We've built our reputation handling massive satellite datasets and serving critical sectors including the European space industry and climate research.
 
 Our journey from managing petabytes of Earth Observation data to developing AI solutions has given us unique insights into both infrastructure requirements and practical applications of artificial intelligence. Today, our expertise spans Earth Observation AI, large language models, and efficient model deployment architectures, all built on proven open-source foundations. Through our commitment to innovation and accessibility, we're dedicated to making advanced AI practical and accessible for scientific and industrial applications, leveraging our deep understanding of both data-intensive operations and cloud infrastructure.
-🚀 Core Research Areas
-
-    Sentinel Embedding: Pioneering work in Earth Observation AI, focusing on deriving meaningful embeddings from Sentinel satellite data
-    Agent-based RAG Architectures: Developing sophisticated retrieval-augmented generation systems with multi-agent approaches
-    Efficient Model Deployment: Optimizing open-source model deployment for real-world applications
 
-💪 Infrastructure
+# 🚀 Core Research Areas
+- Sentinel Embedding: Pioneering work in Earth Observation AI, focusing on deriving meaningful embeddings from Sentinel satellite data
+- Agent-based RAG Architectures: Developing sophisticated retrieval-augmented generation systems with multi-agent approaches
+- Efficient Model Deployment: Optimizing open-source model deployment for real-world applications
 
-    High-performance GPU Computing featuring NVIDIA H100 and L40s
-    Sherlock platform: State-of-the-art managed Generative AI service
-    Spot instances with L40s to provide the same GPU power but at significantly reduced costs
+# 💪 Infrastructure
+- High-performance GPU Computing featuring NVIDIA H100 and L40s
+- Sherlock platform: State-of-the-art managed Generative AI service
+- Spot instances with L40s to provide the same GPU power but at significantly reduced costs
 
-🌟 Key Features
+# 🌟 Key Features
+- Privacy-First: Strict no-logging policy - your data is never stored or used for training
+- Enterprise-Ready: Scalable infrastructure optimized for production workloads
+- Cost-Effective: Usage-based pricing with transparent project-level monitoring
+- Developer-Friendly: Harmonized APIs for easy integration, inculidinf Open-AI compatible endpoints
 
-    Privacy-First: Strict no-logging policy - your data is never stored or used for training
-    Enterprise-Ready: Scalable infrastructure optimized for production workloads
-    Cost-Effective: Usage-based pricing with transparent project-level monitoring
-    Developer-Friendly: Harmonized APIs for easy integration, inculidinf Open-AI compatible endpoints
-
-🤝 Collaboration
+# 🤝 Collaboration
 
 We're open to research collaborations in:
-
-    Earth Observation AI applications
-    Multi-agent systems for information retrieval
-    Model optimization and deployment
-    Privacy-preserving AI architectures
+- Earth Observation AI applications
+- Multi-agent systems for information retrieval
+- Model optimization and deployment
+- Privacy-preserving AI architectures
 
 📫 Connect With Us